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J-GLOBAL ID：201801010836933595
Update date: Dec. 16, 2024 Tabata Koji
タバタ コウジ | Tabata Koji
Research field (4)：
Intelligent robotics
, Perceptual information processing
, Robotics and intelligent systems
, Intelligent informatics
Research theme for competitive and other funds (4)： - 2024 - 2029 漸近的最適かつ実用的な純粋探索バンディット方策の開発
- 2021 - 2024 Acceleration of the Development of Organic Reactions Based on the Fusion of Automatic Synthesis Robots and Information Science
- 2019 - 2023 バンディット問題の方策の実用化のための理論の深化
- 2018 - 2022 Development of efficient multi-armed bandit algorithm for good arm identification and its application
- Md Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, Tamiki Komatsuzaki. Multi-armed bandit algorithm for sequential experiments of molecular properties with dynamic feature selection. The Journal of chemical physics. 2024. 161. 1
- Koji Tabata, Hiroyuki Kawagoe, J Nicholas Taylor, Kentaro Mochizuki, Toshiki Kubo, Jean-Emmanuel Clement, Yasuaki Kumamoto, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita, et al. On-the-fly Raman microscopy guaranteeing the accuracy of discrimination. Proceedings of the National Academy of Sciences of the United States of America. 2024. 121. 12. e2304866121
- Tatsuya Hayashi, Naoki Ito, Koji Tabata, Atsuyoshi Nakamura, Katsumasa Fujita, Yoshinori Harada, Tamiki Komatsuzaki. Gaussian process classification bandits. Pattern Recognit. 2024. 149. 110224-110224
- Abdul Halim Bhuiyan, Jean-Emmanuel Clément, Zannatul Ferdous, Kentaro Mochizuki, Koji Tabata, James Nicholas Taylor, Yasuaki Kumamoto, Yoshinori Harada, Thomas Bocklitz, Katsumasa Fujita, et al. Differentiability of cell types enhanced by detrending a non-homogeneous pattern in a line-illumination Raman microscope. The Analyst. 2023. 148. 15. 3574-3583
- 田畑 公次, 中村 篤祥, 高見 亮佑, Joshua Arenson, 和田 弥生, Walker Peterson, 合田 圭介, 園下 将大, 小松崎 民樹. 単調増加制約のあるレベルセット推定. 人工知能学会研究会資料 人工知能基本問題研究会. 2023. 124. 25-30
- 田畑公次, 川越寛之, TAYLOR J., 望月健太郎, 久保俊貴, CLEMENT Jean-Emmanuel, 熊本康昭, 原田義規, 中村篤祥, 藤田克昌, et al. Rapid diagnosis using sequential Raman measurements. 人工知能学会全国大会論文集(Web). 2024. 38th
- 原田義規, CAHYADI Harsono, HELAL Khalifa, 岡嶋亮, 田畑公次, TAYLOR Nick, 熊本康昭, 高松哲郎, 小松崎民樹, 田中秀央. 機械学習による非アルコール性脂肪性肝疾患モデルのラマン分光分析. 日本病理学会会誌. 2018. 107. 1. 368-368
- Fast Approximation Algorithm for the 1-Median Problem. 2012. 86. 77-82
- TABATA Koji, NAKAMURA Atsuyoshi, KUDO Mineichi. Fast Algorithm for Finding a Graph Node with High Closeness Centrality. IEICE technical report. Theoretical foundations of Computing. 2011. 111. 256. 7-14
Professional career (1)：
- 博士(情報科学) (北海道大学)
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